cube.dev

cube.dev is an agentic analytics platform built on a semantic layer. It connects to your data sources, lets you define business metrics in a consistent model, and then serves that data through AI-powered natural language queries. You ask questions in plain English, and the AI agent generates charts, tables, and explanations — all tied back to the same governed definitions. This means the same question asked through a dashboard, a chat interface, or an embedded tool gets the same trustworthy answer.

The platform offers multiple surfaces: Analytics Chat for conversational exploration, workbooks for ad-hoc analysis, and dashboards for monitoring. A single semantic layer ensures every surface uses the same metric definitions, eliminating the confusion of conflicting numbers across teams. For companies that embed analytics into their own products, cube.dev provides iframes, a Creator Mode for customer-built dashboards, and a full Analytics Chat API that supports agent-to-agent communication via MCP (Model Context Protocol). Multi-tenancy is built in, so each customer sees only their own data, and governance flows from the model through to permissions.

Data teams benefit from a central place to define metrics, reducing duplicate work and ensuring consistency. SaaS companies like Brex, Webflow, and Drata use cube.dev to ship AI-powered customer-facing analytics without building the data layer from scratch. Business analysts and non-technical users get self-service access to data through natural language, with answers they can trust. Whether you need internal BI or embedded analytics for your customers, cube.dev gives you a governed, AI-native foundation.